Digital Commons Network^™

Research On Image Perception Of Red Tourist Destinations Based On Aspect-Based Sentiment Analysis, Xu He, Liu Yang, Chunlin Deng

Journal of Scientific Information Research

[Purpose/significance]The popularity of the Internet provides convenience for users to express their opinions on the OTA platforms,and accurately mining of user comments is beneficial to understand the perception image of tourists of tourist destinations.[Method/process]The red tourist reviews on OTA platforms such as Tongcheng Travel were used as the data source,combined with aspect-level sentiment analysis and word frequency analysis to analyze the red tourist reviews of A province in our country.[Result/conclusion]The analysis results showed that:on the whole,tourists have a positive emotional attitude towards the red tourist attractions in the province,and the corresponding aspects include scenic tour guides,services,and scenery; the negative emotional …

Resource Allocation For Mec System With Multi-Users Resource Competition Based On Deep Reinforcement Learning Approach, Bin Qu, Yan Bai, Yul Chu, Li-E Wang, Feng Yu, Xianxian Li

Electrical and Computer Engineering Faculty Publications

Mobile edge computing (MEC) is an effective computing paradigm for mobile devices in the 5G era to reduce computing delay and energy consumption. However, in a multi-user resource competition environment, the revenue-driven behavior of edge servers will cause some users to increase delays or fail tasks. Considering this situation, we take the success rate of computation offloading as the trust value of the edge server, and build a system model from the user’s perspective, taking delay and energy consumption as the multi-objective task of joint optimization. In the optimization goal, we consider three factors: offloading delay, energy consumption, and queuing …

How Do Healthy Women Perceive The Risk Of Breast Cancer? The Role Of Illness Perceptions And Compared Risk Between Portugal And The U.A.E, Maria J. Figueiras, David Dias Neto, Joao Marôco, Catarina Carmo

All Works

(1) Background: Breast cancer (BC) shows significant epidemiological differences between Eastern and Western countries. These may arise from socio-cultural factors influencing how healthy young women perceive this condition, their risk of getting cancer, and the implications for preventive screening behaviors. In this study, the illness perceptions, individual risk perception, compared risk, and beliefs about preventive behaviors for BC of female university students were compared using an anonymous online survey between a European country (Portugal) and the United Arab Emirates. (2) Method: A structural equation model (SEM) was developed to investigate the hypothetical relationship between illness perceptions and compared risk as …

Association Between Serum Vitamin D And Irritable Bowel Syndrome Symptoms In A Sample Of Adults, Myriam Abboud, Suzan Haidar, Nadine Mahboub, Dimitrios Papandreou, Fatme Al Anouti, Rana Rizk

All Works

Vitamin D may be associated with irritable bowel syndrome (IBS) pathways. This cross-sectional study evaluated the associations between serum Vitamin D and IBS symptoms in a sample of Lebanese adults. Participants (n = 230; mean (SD) age: 43.36 (16.05) years, 62.9% females) were adults, free of diseases affecting Vitamin D metabolism, and recruited from a large university and the surrounding community. Serum Vitamin D (25-hydroxyvitamin D) was assessed using an automated chemiluminescence micro-particle immunoassay kit. The Birmingham IBS Symptom Questionnaire total scale, and pain, constipation, and diarrhea subscales were used to study IBS symptoms. Four linear regression analyses were performed, …

Rethinking Behavior - Fall 2022, Midwest Symposium For Leadership In Behavior Disorders

ReThinking Behavior Magazine

A magazine for professionals serving children and youth with behavioral needs.

Fall 2022, Volume 6, Issue 1

The Global Publishing Industry In 2021, World Intellectual Property Organization

Copyright, Fair Use, Scholarly Communication, etc.

Mixed forces shaped global publishing activity in 2021. The spread of different COVID-19 variants throughout the world still caused hardship and widespread social distancing. At the same time, the rollout of vaccines helped to contain the pandemic’s impact and enabled a recovery of the global economy, which grew by around 6 percent in 2021. The preliminary release of data from WIPO’s global survey of publishing activity shows that recovery extended to the publishing industry. Still, industry performance varies by country, reflecting the nature of book markets and other local economic forces.

The highest number of books published and deposited in …

Implementation Of Routine Screening To Detect Early Cases Of Depression And Anxiety In Hispanic Adolescents In The Primary Care Setting, Latoya Hayward

Doctor of Nursing Practice Projects

Depression and anxiety are among the leading causes of illness and disability in adolescents and are two of the most prevalent mental health conditions in Latino youth. If left unrecognized and untreated, these conditions can lead to decreased quality of life and increased rates of suicide. Researchers recommend early mental health screening to occur in the primary care setting. Through routine screening using evidence-based screening tools (PHQ-9 and GAD-7), the primary goal of this quality improvement project was to increase early detection of depression and anxiety in primary care and initiate early treatment. Project methods included implementation of new workflow, …

Church-Based Research: Using Theories, Concepts, And Operationalizations, David R. Dunaetz

Great Commission Research Journal

Church-based research requires working with abstract concepts ranging from sin to sanctification. Theories, concepts, and operationalizations allow us to work with these abstractions. Theories are sets of statements describing how specific concepts relate to each other. Concepts are broad ideas that exist in our thinking that can be used to describe phenomena, both within and exterior to the church. If we measure the concepts in our theories among multiple people, we can determine to what degree the relationships in our theories are true or discover under what conditions they are true. Sometimes concepts can be measured directly; other times they …

Applying Paul’S Areopagus Model To Generation Z, Tanita Maddox

Great Commission Research Journal

The members of Generation Z are today’s adolescents and young professionals, bringing with them their own culture. This culture requires other generations to use a cross-cultural approach to evangelism, as modeled by Paul in Athens (Acts 17:16-34). Paul observed the Athenian culture, built rapport, used common language with his audience, found common ground as a cultural doorway for his message, and redefined the audience’s understanding of the relationship between God and humans. The same steps can be applied to gospel proclamation to Generation Z for effective and relevant evangelism.

Forming Saints In A Digital Context, Mark R. Teasdale

Great Commission Research Journal

Biblical and scholarly sources agree on the importance of forming Christians to seek after holy living to make them more effective evangelists, such that the ministries of evangelism and spiritual formation are intertwined. They also agree that one of the primary roles of the church is to provide for this formation. However, the practices for doing this have been complicated by the heavy move toward digital ministry because of COVID-19. Congregations can continue this formational work even in highly digital contexts by helping Christians tell their story through lifelogging, providing rituals and disciplines to sanctify time and physical spaces, and …

About The Great Commission Research Network Fall 2022, David R. Dunaetz

Great Commission Research Journal

No abstract provided.

On The Razzle (October 27-29, 2022), Tom Stoppard

Student Theatre Programs

Program for On the Razzle.

Innovation Transition Success: Practice Doesn't Make Perfect, Kaitlyn Ryan, Amy M. Cox, Ethan Blake, Clay Koschnick, Alfred E. Thal Jr.

Faculty Publications

The authors of this research examine and evaluate organizational factors associated with commercialization under the Air Force Small Business Innovation Research (SBIR) program. Their objective is to improve return on investment. The data set used was the SBIR Phase II program data set, which contains information on 433 SBIR topics with closed contracts reported during Department of Defense (DoD) fiscal years (FYs) 2015 to 2018. Each data point contained characteristics of the topic, including commercialization. Military capability or topic areas were hypothesized to have varying commercialization rates. Incumbency was theorized to be a characteristic of successful programs, while increased company …

Increased Eosinophils In The Muscularis Propria Of Appendix May Indicate Early Symptomatic Appendicitis, Ping L. Zhang, Zhenhong Qu

Conference Presentation Abstracts

Background: The presence of neutrophils in muscularis propria is known to best correlate with clinical symptoms of acute appendicitis. Eosinophils present in the muscularis propria were noted in cases of acute appendicitis in 2000 (Carr, NJ. Annal of Diagnostic Pathology 2000;4:46–58), but the significance of their presence there has been unclear. The goal of this study was to investigate whether increased eosinophils in muscularis propria could be correlated with early symptoms of patients with clinical diagnosis of symptomatic appendicitis.

Methods: Seventeen patients with clinical diagnosis of acute appendicitis were identified as having acute symptomatology, but the resection specimens displayed a …

Use Of The Social Cognition And Object Relations Scale-Global To Evaluate The Impact Of Parental Divorce On College Students’ Interpersonal Functioning, Rachel Davenport

Theses and Dissertations

Research has shown parental divorce to have long-term impacts on various domains of children’s interpersonal functioning, extending into young adulthood and beyond. The purpose of this study was to assess the potential impacts of parental divorce in college students using the Social Cognition and Object Relations Scale-Global (SCORS-G) with narratives derived from the Thematic Apperception Test (TAT). SCORS-G variables of interest included composite, factor, and dimension scores. Two additional measures of rejection sensitivity, which has been shown to be impacted by parental divorce, and perceived social support, which may mitigate maladaptive outcomes in interpersonal functioning, were also examined. The primary …

The Art Of Getting It Wrong: Developing Persistence, Nicole Ross, Allison Albert

Publications & Research

Winston Churchill once said “success is the ability to go from one failure to another with no loss of enthusiasm.” Unfortunately, highly structured traditional lab activities are often confirmatory in nature and do not require or encourage students to engage authentically in the scientific process. These confirmatory labs do not provide students with the opportunity to fail, reevaluate and redesign – all necessary components in science and research. In this session, participants will explore and reflect on an open-ended activity that provides a more authentic learning environment and better reflects the nature of science.

From The Editor, Sean Schat

International Christian Community of Teacher Educators Journal

No abstract provided.

Unm Medicine Fall 2022, University Of New Mexico, Health Sciences Center, School Of Medicine

School of Medicine Alumni Magazine

No abstract provided.

Except For My Commute, Everything Is The Same: The Shared Lived Experience Of Health Sciences Libraries During The Covid-19 Pandemic, Bart Ragon, Elizabeth C. Whipple, Melissa L. Rethlefsen

Publications

OBJECTIVE: To understand the experience of academic health sciences libraries during the pandemic using a phenomenological approach.

METHODS: This study used a multisite, mixed-method approach to capture the direct experience of academic health sciences libraries as they evolved during the COVID-19 pandemic. Phase one of the study involved administering a qualitative survey to capture to capture current evolutions of programs and services. The survey for phases two (August 2020) and three (February 2021) contained eight questions asking participants to share updates on their evolution and experiences.

RESULTS: Qualitative data were analyzed using open coding techniques to ensure emergent themes were …

Essential Emergency And Critical Care: A Priority For Health Systems Globally, Dabota Yvonne Buowari, Christian Owoo, Lalit Gupta, Carl Otto Shell, Tim Baker, Eecc Network Group

Pathology Research and Scholarship

Critical illness is a state of ill health with vital organ dysfunction, a high risk of imminent death if care is not provided, and the potential for reversibility. An estimated 45 million adults become critically ill each year. While some are treated in emergency departments or intensive care units, most are cared for in general hospital wards. We outline a priority for health systems globally: the first-tier care that all critically ill patients should receive in all parts of all hospitals: Essential Emergency and Critical Care. We describe its relation to other specialties and care and opportunities for implementation.

Coalition For Prisoner's Rights Newsletter, Vol. 47-D, No. 10, Coalition For Prisoners' Rights

Coalition for Prisoners' Rights Newsletters

Developments in conditions

Migrantes fueron victimas de un delito

The Least Read Part of the Newsletter

Send Us Holiday/Calendar Card Designs

More On Levels of Abuse

Investigating Perceived Digital Literacy Skills Of Master Students: A Case Study At The University Of Social Welfare And Rehabilitation Sciences, Fahimeh Baghernejad-Javid, Saeideh Valizadeh-Haghi

Library Philosophy and Practice (e-journal)

Introduction: Researchers and students, who play an essential role in promoting education and research, must inevitably use various information sources to obtain information in order to meet their information needs. However, to use digital resources, they need the ability to use digital technology, referred to as "digital literacy".

Objectives: This research aimed to examine the digital information behaviour and digital literacy of master's students at the University of Social Welfare and Rehabilitation Sciences. On this basis, it will be possible to determine web users' level of expertise and knowledge in utilizing the information available on the web. By determining …

The Role Of Law Librarians In Knowledge Based Society; Nigerian Perspective, Ayomide Joy Lala, Okuonghae Nosakhare

Library Philosophy and Practice (e-journal)

Abstract

The term knowledge society depicts societies having a strong reliance on the use of knowledge in varied forms, discovered through technological or scientific research. The explosion of information resources characterized by the information age has contributed significantly to the competitive advantage among nations, companies and societies through the skillful application of knowledge. A major attribute of the knowledge society is the prominent attention given to education, research and development(R&D) for the purpose of scaling up the human capital resources needed to proffer effective solutions to problems. In this regard, the focus of stakeholders is to ensure continuous networking between …

Towards Robust Models Of Code Via Energy-Based Learning On Auxiliary Datasets, Duy Quoc Nghi Bui, Yijun Yu

Research Collection School Of Computing and Information Systems

Existing approaches to improving the robustness of source code models concentrate on recognizing adversarial samples rather than valid samples that fall outside of a given distribution, which we refer to as out-of-distribution (OOD) samples. To this end, we propose to use an auxiliary dataset (out-of-distribution) such that, when trained together with the main dataset, they will enhance the model’s robustness. We adapt energy-bounded learning objective function to assign a higher score to in-distribution samples and a lower score to out-of-distribution samples in order to incorporate such out-of-distribution samples into the training process of source code models. In terms of OOD …

Codebert For Code Clone Detection: A Replication Study, Saad Arshad, Shamsa Abid, Shafay Shamail

Research Collection School Of Computing and Information Systems

Large pre-trained models have dramatically improved the state-of-the-art on a variety of natural language processing (NLP) tasks. CodeBERT is one such pre-trained model for natural language (NL) and programming language (PL) which captures the semantics in natural language and programming language, and produces general-purpose representations. While it has been shown to support natural language code search and code documentation generation tasks, its effectiveness for code clone detection is not explored in depth. In this paper, we aim to replicate and evaluate the performance of CodeBERT for code clone detection on multiple datasets with varying functionalities to understand (1) whether CodeBERT …

A Comparative Analysis Of Clone Detection Techniques On Semanticclonebench, Sohaib Masood Rabbani, Nabeel Ahmad Gulzar, Saad Arshad, Shamsa Abid, Shafay Shamail

Research Collection School Of Computing and Information Systems

Semantic code clone detection involves the detection of functionally similar code fragments which may otherwise be lexically, syntactically, or structurally dissimilar. The detection of semantic code clones has important applications in aspect mining and product line analysis. The accurate detection of semantic code clones is a challenging task and various techniques have been proposed. However, the evaluation of these techniques is performed using various datasets and we do not have a clear picture of the performance of these techniques relative to each other. Recently, SemanticCloneBench has been introduced as a benchmark for semantic clones. Now, we can use the SemanticCloneBench …

Pruning The Communication Bandwidth Between Reinforcement Learning Agents Through Causal Inference: An Innovative Approach To Designing A Smart Grid Power System, Xianjie Zhang, Yu Liu, Wenjun Li, Chen Gong

Research Collection School Of Computing and Information Systems

Electricity demands are increasing significantly and the traditional power grid system isfacing huge challenges. As the desired next-generation power grid system, smart grid can providesecure and reliable power generation, and consumption, and can also realize the system’s coordinatedand intelligent power distribution. Coordinating grid power distribution usually requiresmutual communication between power distributors to accomplish coordination. However, the powernetwork is complex, the network nodes are far apart, and the communication bandwidth is oftenexpensive. Therefore, how to reduce the communication bandwidth in the cooperative power distributionprocess task is crucially important. One way to tackle this problem is to build mechanismsto selectively send out …

Dualformer: Local-Global Stratified Transformer For Efficient Video Recognition, Yuxuan Liang, Pan Zhou, Roger Zimmermann, Shuicheng Yan

Research Collection School Of Computing and Information Systems

While transformers have shown great potential on video recognition with their strong capability of capturing long-range dependencies, they often suffer high computational costs induced by the self-attention to the huge number of 3D tokens. In this paper, we present a new transformer architecture termed DualFormer, which can efficiently perform space-time attention for video recognition. Concretely, DualFormer stratifies the full space-time attention into dual cascaded levels, i.e., to first learn fine-grained local interactions among nearby 3D tokens, and then to capture coarse-grained global dependencies between the query token and global pyramid contexts. Different from existing methods that apply space-time factorization or …

Self-Promoted Supervision For Few-Shot Transformer, Bowen Dong, Pan Zhou, Shuicheng Yan, Wangmeng Zuo

Research Collection School Of Computing and Information Systems

The few-shot learning ability of vision transformers (ViTs) is rarely investigated though heavily desired. In this work, we empirically find that with the same few-shot learning frameworks, e.g. MetaBaseline, replacing the widely used CNN feature extractor with a ViT model often severely impairs few-shot classification performance. Moreover, our empirical study shows that in the absence of inductive bias, ViTs often learn the low-qualified token dependencies under few-shot learning regime where only a few labeled training data are available, which largely contributes to the above performance degradation. To alleviate this issue, for the first time, we propose a simple yet effective …

Video Graph Transformer For Video Question Answering, Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan

Research Collection School Of Computing and Information Systems

This paper proposes a Video Graph Transformer (VGT) model for Video Quetion Answering (VideoQA). VGT’s uniqueness are two-fold: 1) it designs a dynamic graph transformer module which encodes video by explicitly capturing the visual objects, their relations, and dynamics for complex spatio-temporal reasoning; and 2) it exploits disentangled video and text Transformers for relevance comparison between the video and text to perform QA, instead of entangled crossmodal Transformer for answer classification. Vision-text communication is done by additional cross-modal interaction modules. With more reasonable video encoding and QA solution, we show that VGT can achieve much better performances on VideoQA tasks …